Skip to main content
Log in

Systematical targeted multicomponent characterization and comparison of Arnebiae Radix and its three confusing species by offline two-dimensional liquid chromatography/LTQ-Orbitrap mass spectrometry

  • Research Paper
  • Published:
Analytical and Bioanalytical Chemistry Aims and scope Submit manuscript

Abstract

Arnebiae Radix, commonly known as “Zicao,” can be easily confused with other compounding species, posing challenges for its clinical use. Here, we developed a comprehensive strategy to systematically characterize the diverse components across Arnebiae Radix and its three confusing species. First, an offline two-dimensional liquid chromatography (2D-LC) system integrating hydrophilic interaction chromatography (HILIC) and reverse phase (RP) separations was established, enabling effective separation and detection of more trace constituents. Second, a polygonal mass defect filtering (MDF) workflow was implemented to screen target ions and generate a precursor ion list (PIL) to guide multistage mass (MSn) data acquisition. Third, a three-step characterization strategy utilizing diagnostic ions and neutral losses was developed for rapid determination of molecular formulas, structure classes, and compound identification. This approach enabled systematic characterization of Arnebiae Radix and its three confusing species, with 437 components characterized including 112 shikonins, 22 shikonfurans, 144 phenolic acids, 131 glycosides, 18 flavonoids, and 10 other compounds. Additionally, 361, 230, 340, and 328 components were identified from RZC, YZC, DZC, and ZZC, respectively, with 142 common components and 30 characteristic components that may serve as potential markers for distinguishing the four species. In summary, this is the first comprehensive characterization and comparison of the phytochemical profiles of Arnebiae Radix and its three confusing species, advancing our understanding of this herbal medicine for quality control.

Graphical abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. Lin AX, Chan G, Hu Y, Ouyang D, Ung COL, Shi L, Hu H. Internationalization of traditional Chinese medicine: current international market, internationalization challenges and prospective suggestions. Chin Med. 2018;13:9. https://doi.org/10.1186/s13020-018-0167-z.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Leong F, Hua X, Wang M, Chen T, Song Y, Tu P, Chen XJ. Quality standard of traditional Chinese medicines: comparison between European Pharmacopoeia and Chinese Pharmacopoeia and recent advances. Chin Med. 2020;15:76. https://doi.org/10.1186/s13020-020-00357-3.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Hou JJ, Zhang JQ, Yao CL, Bauer R, Khan IA, Wu WY, Guo DA. Deeper chemical perceptions for better traditional Chinese medicine standards. Engineering. 2019;5(1):83–97. https://doi.org/10.1016/j.eng.2018.12.005.

    Article  CAS  Google Scholar 

  4. Wang H, Sun H, Zhang A, Li Y, Wang L, Shi H, Dizou XL, Wang X. Rapid identification and comparative analysis of the chemical constituents and metabolites of Phellodendri amurensis cortex and Zhibai dihuang pill by ultra-performance liquid chromatography with quadrupole TOF-MS. J Sep Sci. 2013;36(24):3874–82. https://doi.org/10.1002/jssc.201300794.

    Article  PubMed  CAS  Google Scholar 

  5. Wang X, Zhang A, Yan G, Han Y, Sun H. UHPLC-MS for the analytical characterization of traditional Chinese medicines. TrAC-Trends Anal Chem. 2014;63:180–7. https://doi.org/10.1016/j.trac.2014.05.013.

    Article  CAS  Google Scholar 

  6. Pan H, Yao C, Yang W, Yao S, Huang Y, Zhang Y, Wu W, Guo D. An enhanced strategy integrating offline two-dimensional separation and step-wise precursor ion list-based raster-mass defect filter: characterization of indole alkaloids in five botanical origins of Uncariae Ramulus Cum Unicis as an exemplary application. J Chromatogr A. 2018;1563:124–34. https://doi.org/10.1016/j.chroma.2018.05.066.

    Article  PubMed  CAS  Google Scholar 

  7. An YL, Wei WL, Li HJ, Li ZW, Yao CL, Qu H, Yao S, Huang Y, Zhang JQ, Bi QR, Li JY, Guo DA. An enhanced strategy integrating offline superimposed two-dimensional separation with mass defect filter and diagnostic ion filter: comprehensive characterization of steroid alkaloids in Fritillariae Pallidiflorae Bulbus as a case study. J Chromatogr A. 2021;1643:462029. https://doi.org/10.1016/j.chroma.2021.462029.

    Article  PubMed  CAS  Google Scholar 

  8. Qiao S, Shi X, Shi R, Liu M, Liu T, Zhang K, Wang Q, Yao M, Zhang L. Identification of urinary metabolites of imperatorin with a single run on an LC/Triple TOF system based on multiple mass defect filter data acquisition and multiple data mining techniques. Anal Bioanal Chem. 2013;405(21):6721–38. https://doi.org/10.1007/s00216-013-7132-6.

    Article  PubMed  CAS  Google Scholar 

  9. Qiao X, Lin XH, Ji S, Zhang ZX, Bo T, Guo DA, Ye M. Global profiling and novel structure discovery using multiple neutral loss/precursor ion scanning combined with substructure recognition and statistical analysis (MNPSS): characterization of terpene-conjugated curcuminoids in Curcuma longa as a case study. Anal Chem. 2016;88(1):703–10. https://doi.org/10.1021/acs.analchem.5b02729.

    Article  PubMed  CAS  Google Scholar 

  10. Shi XJ, Yang WZ, Qiu S, Yao CL, Shen Y, Pan HQ, Bi QR, Yang M, Wu WY, Guo DA. An in-source multiple collision-neutral loss filtering based nontargeted metabolomics approach for the comprehensive analysis of malonyl-ginsenosides from Panax ginseng, P. quinquefolius, and P. notoginseng. Anal Chim Acta. 2017;952:59–70. https://doi.org/10.1016/j.aca.2016.11.032.

    Article  PubMed  CAS  Google Scholar 

  11. Cheng XL, Wan JY, Li P, Qi LW. Ultrasonic/microwave assisted extraction and diagnostic ion filtering strategy by liquid chromatography-quadrupole time-of-flight mass spectrometry for rapid characterization of flavonoids in Spatholobus suberectus. J Chromatogr A. 2011;1218(34):5774–86. https://doi.org/10.1016/j.chroma.2011.06.091.

    Article  PubMed  CAS  Google Scholar 

  12. Luo Y, Lai CJ, Zhang J, Feng Y, Wen Q, Tan T. Comprehensive metabolic profile of phenolic acids and flavonoids in Glechomae Herba using ultra-high-performance liquid chromatography coupled to quadrupole-time-of-flight tandem mass spectrometry with diagnostic ion filtering strategy. J Pharm Biomed Anal. 2019;164:615–29. https://doi.org/10.1016/j.jpba.2018.11.017.

    Article  PubMed  CAS  Google Scholar 

  13. Yu Z, Gao J, Zhang X, Peng Y, Wei W, Xu J, Li Z, Wang C, Zhou M, Tian X, Feng L, Huo X, Liu M, Ye M, Guo DA, Ma X. Characterization of a small-molecule inhibitor targeting NEMO/IKKβ to suppress colorectal cancer growth. Signal Transduct Target Ther. 2022;7(1):71. https://doi.org/10.1038/s41392-022-00888-1.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  14. Ahn J, Chae HS, Chin YW, Kim J. Furylhydroquinones and miscellaneous compounds from the roots of Lithospermum erythrorhizon and their anti-inflammatory effect in HaCaT cells. Nat Prod Res. 2019;33(12):1691–8. https://doi.org/10.1080/14786419.2018.1431632.

    Article  PubMed  CAS  Google Scholar 

  15. Wang Y, Zhu Y, Xiao L, Ge L, Wu X, Wu W, Wan H, Zhang K, Li J, Zhou B, Tian J, Zeng X. Meroterpenoids isolated from Arnebia euchroma (Royle) Johnst. and their cytotoxic activity in human hepatocellular carcinoma cells. Fitoterapia. 2018;131:236–44. https://doi.org/10.1016/j.fitote.2018.11.005.

    Article  PubMed  CAS  Google Scholar 

  16. Meng D, Li J, Li H, Wang K. Salvianolic acid B remits LPS-induced injury by up-regulating miR-142-3p in MH7A cells. Biomed Pharmacother. 2019;115:108876. https://doi.org/10.1016/j.biopha.2019.108876.

    Article  PubMed  CAS  Google Scholar 

  17. Chen CY, Li H, Yuan YN, Dai HQ, Yang B. Antioxidant activity and components of a traditional Chinese medicine formula consisting of Crataegus pinnatifida and Salvia miltiorrhiza. BMC Complement Altern Med. 2013;13:99. https://doi.org/10.1186/1472-6882-13-99.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  18. Feng J, Yu P, Zhou Q, Tian Z, Sun M, Li X, Wang X, Jiang H. An integrated data filtering and identification strategy for rapid profiling of chemical constituents, with Arnebiae Radix as an example. J Chromatogr A. 2020;1629:461496. https://doi.org/10.1016/j.chroma.2020.461496.

    Article  PubMed  CAS  Google Scholar 

  19. Zhu L, Ma S, Li K, Xiong P, Qin S, Cai W. Systematic screening of chemical constituents in the traditional Chinese medicine Arnebiae Radix by UHPLC-Q-Exactive Orbitrap mass spectrometry. Molecules. 2022:27(9). https://doi.org/10.3390/molecules27092631.

  20. Camenzuli M, Schoenmakers PJ. A new measure of orthogonality for multi-dimensional chromatography. Anal Chim Acta. 2014;838:93–101. https://doi.org/10.1016/j.aca.2014.05.048.

    Article  PubMed  CAS  Google Scholar 

  21. Tian JX, Tian Y, Xu L, Zhang J, Lu T, Zhang ZJ. Characterisation and identification of dihydroindole-type alkaloids from processed semen strychni by high-performance liquid chromatography coupled with electrospray ionisation ion trap time-of-flight mass spectrometry. Phytochem Anal. 2014;25(1):36–44. https://doi.org/10.1002/pca.2457.

    Article  PubMed  CAS  Google Scholar 

  22. Xie T, Liang Y, Hao H, A J, Xie L, Gong P, Dai C, Liu L, Kang A, Zheng X, Wang G. Rapid identification of ophiopogonins and ophiopogonones in Ophiopogon japonicus extract with a practical technique of mass defect filtering based on high resolution mass spectrometry. J Chromatogr A. 2012;1227:234-244. https://doi.org/10.1016/j.chroma.2012.01.017.

  23. Yan G, Sun H, Sun W, Zhao L, Meng X, Wang X. Rapid and global detection and characterization of aconitum alkaloids in Yin Chen Si Ni Tang, a traditional Chinese medical formula, by ultra performance liquid chromatography-high resolution mass spectrometry and automated data analysis. J Pharm Biomed Anal. 2010;53(3):421–31. https://doi.org/10.1016/j.jpba.2010.05.004.

    Article  PubMed  CAS  Google Scholar 

  24. Zhang JY, Wang F, Zhang H, Lu JQ, Qiao YJ. Rapid identification of polymethoxylated flavonoids in traditional Chinese medicines with a practical strategy of stepwise mass defect filtering coupled to diagnostic product ions analysis based on a hybrid LTQ-Orbitrap mass spectrometer. Phytochem Anal. 2014;25(5):405–14. https://doi.org/10.1002/pca.2508.

    Article  PubMed  CAS  Google Scholar 

  25. Fu LL, Ding H, Han LF, Jia L, Yang WZ, Zhang CX, Hu Y, Zuo TT, Gao XM, Guo DA. Simultaneously targeted and untargeted multicomponent characterization of Erzhi Pill by offline two-dimensional liquid chromatography/quadrupole-Orbitrap mass spectrometry. J Chromatogr A. 2019;1584:87–96. https://doi.org/10.1016/j.chroma.2018.11.024.

    Article  PubMed  CAS  Google Scholar 

  26. Pan H, Yang W, Yao C, Shen Y, Zhang Y, Shi X, Yao S, Wu W, Guo D. Mass defect filtering-oriented classification and precursor ions list-triggered high-resolution mass spectrometry analysis for the discovery of indole alkaloids from Uncaria sinensis. J Chromatogr A. 2017;1516:102–13. https://doi.org/10.1016/j.chroma.2017.08.035.

    Article  PubMed  CAS  Google Scholar 

  27. Liao M, Yan P, Liu X, Du Z, Jia S, Aybek R, Li A, Kaisa S, Jiang H. Spectrum-effect relationship for anti-tumor activity of shikonins and shikonofurans in medicinal Zicao by UHPLC-MS/MS and chemometric approaches. J Chromatogr B Analyt Technol Biomed Life Sci. 2020;1136:121924. https://doi.org/10.1016/j.jchromb.2019.121924.

    Article  PubMed  CAS  Google Scholar 

  28. Liu AH, Guo H, Ye M, Lin YH, Sun JH, Xu M, Guo DA. Detection, characterization and identification of phenolic acids in Danshen using high-performance liquid chromatography with diode array detection and electrospray ionization mass spectrometry. J Chromatogr A. 2007;1161(1-2):170–82. https://doi.org/10.1016/j.chroma.2007.05.081.

    Article  PubMed  CAS  Google Scholar 

  29. Liu AH, Lin YH, Yang M, Guo H, Guan SH, Sun JH, Guo DA. Development of the fingerprints for the quality of the roots of Salvia miltiorrhiza and its related preparations by HPLC-DAD and LC-MS(n). J Chromatogr B Analyt Technol Biomed Life Sci. 2007;846(1-2):32–41. https://doi.org/10.1016/j.jchromb.2006.08.002.

    Article  PubMed  CAS  Google Scholar 

  30. Cao JL, Wang SS, Hu H, He CW, Wan JB, Su HX, Wang YT, Li P. Online comprehensive two-dimensional hydrophilic interaction chromatography×reversed-phase liquid chromatography coupled with hybrid linear ion trap Orbitrap mass spectrometry for the analysis of phenolic acids in Salvia miltiorrhiza. J Chromatogr A. 2018;1536:216–27. https://doi.org/10.1016/j.chroma.2017.09.041.

    Article  PubMed  CAS  Google Scholar 

  31. Yang WZ, Ye M, Qiao X, Wang Q, Bo T, Guo DA. Collision-induced dissociation of 40 flavonoid aglycones and differentiation of the common flavonoid subtypes using electrospray ionization ion-trap tandem mass spectrometry and quadrupole time-of-flight mass spectrometry. Eur J Mass Spectrom (Chichester). 2012;18(6):493–503. https://doi.org/10.1255/ejms.1206.

    Article  PubMed  CAS  Google Scholar 

Download references

Funding

The work was supported by Shanghai Sailing Program (NO. 21YF1455800), Qi-Huang Chief Scientist Project of National Administration of Traditional Chinese Medicine (2020), and Science and Technology Major Project of Inner Mongolia (No. 2021ZD0017).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dean Guo.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

ESM 1

(PDF 2083 kb)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sha, F., Zhang, J., Yang, H. et al. Systematical targeted multicomponent characterization and comparison of Arnebiae Radix and its three confusing species by offline two-dimensional liquid chromatography/LTQ-Orbitrap mass spectrometry. Anal Bioanal Chem 416, 583–595 (2024). https://doi.org/10.1007/s00216-023-05067-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-023-05067-x

Keywords

Navigation